/Beijing-PM2.5-Forecasting

Prediction of Beijing PM2.5 using classic machine learning methods

Primary LanguagePython

2018 Imperial College EEE Machine learning Coursework

Predict next day's PM2.5 pollution based on today's meteorology data. Several classic statistic and machine learning methods(Ridge/Lasso Regression, Gaussian Kernels) has been applied.

Dataset used:

UCI Machine Learning Dataset

https://archive.ics.uci.edu/ml/datasets/Beijing+PM2.5+Data